Issued Patents All Time
Showing 25 most recent of 156 patents
| Patent # | Title | Co-Inventors | Date |
|---|---|---|---|
| 11461653 | Learning method and learning device for CNN using 1xK or Kx1 convolution to be used for hardware optimization, and testing method and testing device using the same | Kye-Hyeon Kim, Insu Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo +7 more | 2022-10-04 |
| 11315021 | Method and device for on-device continual learning of a neural network which analyzes input data, and method and device for testing the neural network to be used for smartphones, drones, vessels, or military purpose | Kye-Hyeon Kim, Insu Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo +7 more | 2022-04-26 |
| 11254331 | Learning method and learning device for updating object detector, based on deep learning, of autonomous vehicle to adapt the object detector to driving circumstance, and updating method and updating device using the same | Wooju Ryu, Hongmo Je, Bongnam Kang | 2022-02-22 |
| 11203361 | Method for performing on-device learning of machine learning network on autonomous vehicle by using multi-stage learning with adaptive hyper-parameter sets and device using the same | Hongmo Je, Dongkyu Yu, Sung An Gweon | 2021-12-21 |
| 11157813 | Method and device for on-vehicle active learning to be used for training perception network of autonomous vehicle | Hongmo Je, Bongnam Kang, Sung An Gweon | 2021-10-26 |
| 11132607 | Method for explainable active learning, to be used for object detector, by using deep encoder and active learning device using the same | Kye-Hyeon Kim, Hongmo Je, Wooju Ryu | 2021-09-28 |
| 11087175 | Learning method and learning device of recurrent neural network for autonomous driving safety check for changing driving mode between autonomous driving mode and manual driving mode, and testing method and testing device using them | Kye-Hyeon Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more | 2021-08-10 |
| 11080544 | Method and device for calibrating pitch of camera on vehicle and method and device for continual learning of vanishing point estimation model to be used for calibrating the pitch | Wooju Ryu, Bongnam Kang, Sung An Gweon | 2021-08-03 |
| 11074507 | Method for performing adjustable continual learning on deep neural network model by using selective deep generative replay module and device using the same | SukHoon Boo, Sung An Gweon, Wooju Ryu | 2021-07-27 |
| 11074480 | Learning method and learning device for supporting reinforcement learning by using human driving data as training data to thereby perform personalized path planning | Kye-Hyeon Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more | 2021-07-27 |
| 11017673 | Method and device for learning generating lane departure warning (LDW) alarm by referring to information on driving situation to be used for ADAS, V2X or driver safety required to satisfy level 4 and level 5 of autonomous vehicles | Kye-Hyeon Kim, Insu Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo +7 more | 2021-05-25 |
| 11010668 | Method and device for attention-driven resource allocation by using reinforcement learning and V2X communication to thereby achieve safety of autonomous driving | Kye-Hyeon Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more | 2021-05-18 |
| 10984262 | Learning method and testing method for monitoring blind spot of vehicle, and learning device and testing device using the same | Kye-Hyeon Kim, Insu Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo +7 more | 2021-04-20 |
| 10970633 | Method for optimizing on-device neural network model by using sub-kernel searching module and device using the same | Sung An Gweon, Bongnam Kang, Hongmo Je | 2021-04-06 |
| 10970598 | Learning method and learning device for training an object detection network by using attention maps and testing method and testing device using the same | Wooju Ryu, Hongmo Je, Bongnam Kang | 2021-04-06 |
| 10970645 | Method for explainable active learning, to be used for object detector, by using Bayesian dual autoencoder and active learning device using the same | Kye-Hyeon Kim, Sung An Gweon, Bongnam Kang | 2021-04-06 |
| 10919543 | Learning method and learning device for determining whether to switch mode of vehicle from manual driving mode to autonomous driving mode by performing trajectory-based behavior analysis on recent driving route | Kye-Hyeon Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more | 2021-02-16 |
| 10890916 | Location-specific algorithm selection for optimized autonomous driving | Kye-Hyeon Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more | 2021-01-12 |
| 10872297 | Learning method and learning device for generating training data from virtual data on virtual world by using generative adversarial network, to thereby reduce annotation cost required in training processes of neural network for autonomous driving, and a testing method and a testing device using the same | Kye-Hyeon Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more | 2020-12-22 |
| 10861183 | Method and device for short-term path planning of autonomous driving through information fusion by using V2X communication and image processing | Kye-Hyeon Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more | 2020-12-08 |
| 10843728 | Method and device for delivering steering intention of autonomous driving module or driver to steering apparatus of subject vehicle more accurately | Kye-Hyeon Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more | 2020-11-24 |
| 10838418 | Method for providing autonomous driving service platform to be used for supporting autonomous driving of vehicles by using competitive computing and information fusion, and server using the same | Kye-Hyeon Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more | 2020-11-17 |
| 10832140 | Method and device for providing information for evaluating driving habits of driver by detecting driving scenarios occurring during driving | Kye-Hyeon Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more | 2020-11-10 |
| 10831189 | Learning method and learning device for providing functional safety by warning driver about potential dangerous situation by using explainable AI which verifies detection processes of autonomous driving network, and testing method and testing device using the same | Kye-Hyeon Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more | 2020-11-10 |
| 10821897 | Method and device for adjusting driver assistance apparatus automatically for personalization and calibration according to driver's status | Kye-Hyeon Kim, Hak-Kyoung Kim, Woonhyun Nam, SukHoon Boo, Myungchul Sung +9 more | 2020-11-03 |